SMARTscan (SMART-scan, scanning method of Selection of Models for the Analysis of Risk factor Trees ) is a taxa tree based variable grouping and model selection method for identifying phenotype-assocaited microbiome variables.
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Selection of Models for the Analysis of Risk-factor Trees: Leveraging biological knowledge to mine large sets of risk factors with application to microbiome data.
Zhang Q, Abel H, Wells A, Lenzini P, Gomez F, Province MA, Templeton AA, Weinstock GM, Salzman NH, Borecki IB.
Bioinformatics. 2015 Jan 6. pii: btu855